Bottom line
Not every model is best for everything. Here is our recommended model for each common use case.
Use Case Recommendations
Code Generation
- Best: Claude 4
- Runner-up: GPT-5
- Budget: Gemini 2.5 Flash
Code Review
- Best: Claude 4
- Why: Deep understanding of code patterns
Bug Fixing
- Best: Claude 4
- Runner-up: GPT-4o
Writing / Content
- Best: GPT-5
- Runner-up: Claude 4
Data Analysis
- Best: GPT-5
- Why: Best Excel/Python code generation
Long Document Summary
- Best: Claude 4
- Why: 200K context, excellent comprehension
Agents / Tool Use
- Best: GPT-5
- Why: Best tool calling, function execution
Fast Prototyping
- Best: Gemini 2.5 Flash
- Why: Fastest, cheapest
Open Source / Self-Hosted
- Best: DeepSeek R1
- Runner-up: Qwen 2.5
Math / Science
- Best: OpenAI o1
- Why: Specialized reasoning
Customer Support
- Best: Gemini 2.5 Flash
- Why: Fast, cheap, good enough
API / Integrations
- Best: GPT-4o
- Why: Best balance
Quick Decision Tree
- Need code? → Claude 4
- Need speed + low cost? → Gemini Flash
- Need best overall? → GPT-5
- Need self-hosted? → DeepSeek R1